I suggest you ...

Provide Pip wheels for common Python packages

Installing Pip packages that require system binaries, like Scipy and Numpy, is a headache on Azure because you currently have to set up a local Win32 Python environment and compile your wheels manually. Azure should provide a PyPI server that has pre-built wheels for all the common Python packages for the architecture on Azure web apps.